systemfit: A Package to Estimate Simultaneous Equation Systems in R

Many statistical analyses are based on models containing systems of structurally related equations. In cases where cross-equation disturbances are correlated, full information methods are required (Zellner, 1962). If exogenous variables are stochastically dependent on the disturbances in the system, then instrumental variable estimation methods should be used (Zellner and Theil, 1962) The package systemfit provides the capability to estimate systems of linear equations within the R programming environment.

[1]  Peter Schmidt Three-stage least squares with different instruments for different equations☆ , 1990 .

[2]  Jan Tinbergen,et al.  Economic fluctuations in the United States 1921-1941 , 1951 .

[3]  E. Frickey,et al.  Economic Fluctuations in the United States. , 1943 .

[4]  Amado P. Saquido Determinants of Corporate Investment , 2003 .

[5]  A. Zellner,et al.  Further Properties of Efficient Estimators for Seemingly Unrelated Regression Equations , 1962 .

[6]  H. Theil,et al.  Three-Stage Least Squares: Simultaneous Estimation of Simultaneous Equations , 1962 .

[7]  J. Hausman Specification tests in econometrics , 1978 .

[8]  G. Judge,et al.  The Theory and Practice of Econometrics , 1981 .

[9]  A. Zellner An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias , 1962 .

[10]  Peter Schmidt,et al.  Estimation of seemingly unrelated regressions with unequal numbers of observations , 1977 .

[11]  R. Parks,et al.  Efficient Estimation of a System of Regression Equations when Disturbances are Both Serially and Contemporaneously Correlated , 1967 .

[12]  Jan Kmenta,et al.  Elements of econometrics , 1988 .

[13]  Lawrence R. Klein,et al.  Economic Fluctuations in the United States , 1951 .

[14]  A. Buse,et al.  Elements of econometrics , 1972 .

[15]  Peter Schmidt,et al.  The Theory and Practice of Econometrics , 1985 .

[16]  Marjorie B. McElroy,et al.  Goodness of fit for seemingly unrelated regressions: Glahn's R2y.x and Hooper's r̄2 , 1977 .

[17]  William E. Griffiths,et al.  Principles of Econometrics , 2008 .

[18]  Lawrence R. Klein Economic fluctuations in the United States 1921-1941 , 1951 .